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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,203 ratings

About the Course

In the fifth course of the Deep Learning Specialization, you will become familiar with sequence models and their exciting applications such as speech recognition, music synthesis, chatbots, machine translation, natural language processing (NLP), and more. By the end, you will be able to build and train Recurrent Neural Networks (RNNs) and commonly-used variants such as GRUs and LSTMs; apply RNNs to Character-level Language Modeling; gain experience with natural language processing and Word Embeddings; and use HuggingFace tokenizers and transformer models to solve different NLP tasks such as NER and Question Answering. The Deep Learning Specialization is a foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to take the definitive step in the world of AI by helping you gain the knowledge and skills to level up your career....

Top reviews

AM

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Excellent course! This course extensively covers all of the relevant areas of NLP with a strong practical element allowing you to applying Deep Learning for Sequence Models in real-world scenarios.

GS

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So many possibilities will be presented in front of you after this course. The only limit is the boundary of my imagination and creativity, that is how I feel now upon the completion of this course.

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1226 - 1250 of 3,671 Reviews for Sequence Models

By Mark P

May 4, 2018

Would love to see a course on deep reinforcement learning and GANs (generative models)

By John E B

Mar 7, 2018

Very interesting! Only thing is perhaps a better introduction to Keras functional API.

By Илья В

Jun 4, 2021

Прекрасный курс. К тому же, программа обновляется, что делает его еще более полезным.

By Juan E R

Oct 15, 2020

This was a great course, I could learn a lot of Machine Learnings and Deep Learnings.

By Малышев Я

Jul 14, 2020

Great course!

Interesting materials and exicting programming assignments.

Thanks a lot!

By Oliver P

Jun 27, 2020

It helped me a lot putting my existing knowledge on Sequence Models on a solid basis.

By Karthikeyan T P

Jan 20, 2020

Excellent course regarding Recurrent Neural Networks and Natural Language processing.

By Animesh S

Jun 16, 2019

Amazing content, can get really strenuous. An apt end to an excellent specialisation.

By Jaime R

Dec 8, 2018

Everything you should know about Recurrent Neural Networks with some impressive demos

By Huaixiu Z

Mar 5, 2018

Great design of the structure to cover both language modeling and speech recognition.

By Ashutosh M

Feb 12, 2024

I like the design of course, but a few more readings and references could be better.

By sesh g

Dec 15, 2019

This is an excellent course with deep insights on variety of models and applications

By anusha k

Oct 20, 2019

Very good course.Good to learn to build networks from scratch as well as with Keras.

By Utkarsh G

Feb 27, 2019

The course is good but I like the other courses of the specialization a little more.

By Edwin Y

Jan 16, 2019

Thank you Andrew and the team for putting together such a great learning experience.

By Diego M

May 3, 2018

Excellent as the rest of the specialisation. Few teething problems on the exercises.

By Bilal M

Feb 28, 2018

Thanks guys. I loved the whole series especially the lectures of Ng and fun labs. :)

By Ling J

Feb 8, 2018

Thank all stuff of this specialization, I learned a lot from this series of courses.

By Paolo B

Mar 13, 2023

An in depth introduction to sequence neural network for natual language processing!

By Tuong L

Jul 20, 2022

This course is wonderful. I studied a huge of knowledge after finishing the course.

By Michael R

Jun 24, 2021

I feel like the world of machine learning really opened up for me with this course.

By bhavik t

Oct 20, 2020

This course was bit hard for me, but the professor made it very easy to understand.

By 张昊哲

Jun 11, 2020

The whole specialization really helps a lot. Thanks Andrew and also other teachers!

By Ningchao W

Nov 17, 2019

If some more advanced models such as self-attention are added will be more helpful.

By Emmanouil K

Apr 26, 2019

Fantastic course. Ideal place to start your journey using sequence models in Keras!